When Prediction Error Is Not Enough: Evaluating Nuisance-Function Prediction for Causal Estimation

Cong Cao

Prediction error is widely used to evaluate nuisance-function estimators in causal inference, but its relationship with the performance of the resulting causal estimator is not wel…